subject-broadsides-freebo


Introduction

This is a Distant Reader "study carrel", a set of structured data intended to help the student, researcher, or scholar use & understand a corpus.

This study carrel was created on 2021-05-24 by Eric Morgan <emorgan@nd.edu>. The carrel was created using the Distant Reader zip2carrel process, and the input was a Zip file locally cached with the name input-file.zip. Documents in the Zip file have been saved in a cache, and each of them have been transformed & saved as a set of plain text files. All of the analysis -- "reading" -- has been done against these plain text files. For example, a short narrative report has been created. This Web page is a more verbose version of that report.

All study carrels are self-contained -- no Internet connection is necessary to use them. Download this carrel for offline reading. The carrel is made up of many subdirectories and data files. The manifest describes each one in greater detail.

Size

There are 1,342 item(s) in this carrel, and this carrel is 2,026,114 words long. Each item in your study carrel is, on average, 1,509 words long. If you dig deeper, then you might want to save yourself some time by reading a shorter item. On the other hand, if your desire is for more detail, then you might consider reading a longer item. The following charts illustrate the overall size of the carrel.

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histogram of sizes
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box plot of sizes

Readability

On a scale from 0 to 100, where 0 is very difficult and 100 is very easy, the documents have an average readability score of 82. Consequently, if you want to read something more simplistic, then consider a document with a higher score. If you want something more specialized, then consider something with a lower score. The following charts illustrate the overall readability of the carrel.

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histogram of readability
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box plot of readability

Word Frequencies

By merely counting & tabulating the frequency of individual words or phrases, you can begin to get an understanding of the carrel's "aboutness". Excluding "stop words", some of the more frequent words include:

text, tcp, english, eebo, early, tei, books, texts, will, encoded, characters, online, phase, xml, image, works, partnership, oxford, shall, encoding, images, work, england, page, transcribed, markup, edition, creation, project, within, based, available, proquest, keying, elements, first, data, may, one, therefore, title, london, time, king, proofread, day, general, parliament, god, good

Using the three most frequent words, the three files containing all of those words the most are An extempore sermon, preached upon malt, by a way of caution to good fellows; at the request of two schollars, / by a lover of ale, out of a hallow [sic] tree., A true account of a conference held about religion at London, Septemb. 29, 1687 between A. Pulton, Jesuit, and Tho. Tenison, D.D. as also of that which led to it, and followed after it / by Tho. Tenison., and An advertisement concerning the fourth and last part of Mr. Poole''s Synopsis criticorum aliorumque S. Scripturæ interpretum.

The most frequent two-word phrases (bigrams) include:

english books, early english, books online, creation partnership, text creation, page images, represented either, tcp schema, characters represented, image sets, online text, without asking, asking permission, images scanned, proquest page, creative commons, work described, commercial purposes, encoded edition, financial support, pfs batch, iv tiff, tiff page, institutions providing, providing financial, bit group, image set, text transcribed, encoded text, xml conversion, batch review, tcp assigned, markup reviewed, th century, early works, mona logarbo, page image, gap elements, privy council, will never, now take, will remain, english literature, cambridge bibliography, text strings, facilitate morpho, remaining illegibles, diplomatic transcriptions, mnemonic sdata, editorial teams

And the three file that use all of the three most frequent phrases are A divine poem written by Mary Wells, who recommends it as a fit token for all young men and maids, instead of profane songs and ballads A copy of a prophecy, sent to the late honourable Algernoon Sydney Esq; in the year 1666. from Montpelliers to B. Furly of Rotterdam, and by him accidentally found among old papers, Febr. 18/28. 1689., and A proclamation for discovering who robbed the packquit.

While often deemed superficial or sophomoric, rudimentary frequencies and their associated "word clouds" can be quite insightful:

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unigrams
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bigrams

Keywords

Sets of keywords -- statistically significant words -- can be enumerated by comparing the relative frequency of words with the number of times the words appear in an entire corpus. Some of the most statistically significant keywords in the carrel include:

tcp, early, tei, english, parliament, lord, king, scotland, london, majesty, england, majesties, council, god, text, commons, mr., city, oxford, lords, john, house, james, william, edinburgh, earl, petitioner, kingdom, shire, day, company, church, money, county, act, men, france, spirit, prince, love, george, general, french, duke, dryden, court, committee, university, town, thy

And now word clouds really begin to shine:

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keywords

Topic Modeling

Topic modeling is another popular approach to connoting the aboutness of a corpus. If the study carrel could be summed up in a single word, then that word might be text, and A meditation for the thirtieth day of January, the anniversary of the murther and martyrdom of K. Charles the I. The best of kings, of husbands, of fathers, and of men, who was decolated [sic] on that day, Anno 1648, and in the four and twentieth year of His Sacred Majesties most gracious reign. is most about that word.

If the study carrel could be summed up in three words ("topics") then those words and their significantly associated titles include:

  1. text - A proclamation for the ready in-bringing of the annexed and additional excise.
  2. text - A few words to all people concerning the present and succeeding times.
  3. text - Severall grounds, reasons, arguments, and propositions, offered to the Kings most excellent Majesty, for the improvement of his revenue in the first-fruits, and tenths annexed to the petition of James, Earl of North-hampton, Leicester, viscount Hereford, Sir William Farmer, Baronet, George Carew, Esq; and the rest of the petitioners for a patent of the first-fruits and tenths, for the term of one and thirty years, at the yearly rent of threescore thousand pounds.

If the study carrel could be summed up in five topics, and each topic were each denoted with three words, then those topics and their most significantly associated files would be:

  1. text, tcp, eebo - A proclamation for collecting and in-bringing the pole-money, appointed to be payed at Martinmass, 1695. by an Act of the last session of Parliament.
  2. tcp, text, eebo - Christopher Dodsworth''s proceedings against the exportation of silver by the Jews and others
  3. text, tcp, eebo - A few words to all people concerning the present and succeeding times.
  4. text, parliament, english - To the hon[ble]. the House of Commons now assembled in the high court of Parliament, the humble petition of John Lilburne Leift. [sic] Colonel. In all humilitie.
  5. said, haue, shall - Iames by the grace of God king of England, Scotland, France and Ireland, defender of the faith &c. ... whereas Iohn Pinnell, Robert Trow, Robert Baxter, Edward Frier [and 18 others] ... makers of playing cards within our realme of England ...

Moreover, the totality of the study carrel's aboutness, can be visualized with the following pie chart:

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topic model

Noun & Verbs

Through an analysis of your study carrel's parts-of-speech, you are able to answer question beyonds aboutness. For example, a list of the most frequent nouns helps you answer what questions; "What is discussed in this collection?":

text, texts, characters, xml, image, books, works, images, page, work, edition, keying, eebo, elements, data, project, encoding, title, time, purposes, users, markup, day, instances, sets, selection, editions, schema, guidelines, changes, transcription, author, terms, sheet, support, review, reason, permission, conversion, microfilm, institutions, group, reuse, phase, pfs, kb, number, century, mind, reproduction

An enumeration of the verbs helps you learn what actions take place in a text or what the things in the text do. Very frequently, the most common lemmatized verbs are "be", "have", and "do"; the more interesting verbs usually occur further down the list of frequencies:

be, is, was, have, were, are, been, encoded, said, based, do, published, made, -, did, make, represented, given, created, create, marked, corrected, take, according, being, had, sent, performed, providing, assigned, owned, asking, distributed, co, copied, described, reviewed, modified, scanned, coded, meet, known, edited, use, chosen, bear, appears, remain, intended, has

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nouns
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verbs

Proper Nouns

An extraction of proper nouns helps you determine the names of people and places in your study carrel.

tcp, text, english, eebo, tei, oxford, england, creation, proquest, phase, partnership, london, god, transcribed, scotland, king, online, parliament, lord, michigan, utf-8, unicode, p5, ncbel, commons, books, wing, council, john, edinburgh, majesty, sampled, iv, universal, batch, tiff, qc, keyed, creative, estc, broadsides, new, university, january, mr., kingdom, mona, logarbo, william, eng

An analysis of personal pronouns enables you to answer at least two questions: 1) "What, if any, is the overall gender of my study carrel?", and 2) "To what degree are the texts in my study carrel self-centered versus inclusive?"

their, his, our, i, it, we, they, you, he, them, your, my, him, us, me, her, thy, she, themselves, himself, thee, its, ''em, ''s, yours, mine, l, theirs, ours, ye, one, ay, vp, vvith, itself, whereof, herself, us''d, pelf, ourselves, em, yee, vnto, shou''d, s, myself, hey, heav''n, ha''y, dy''d

Below are words cloud of your study carrel's proper & personal pronouns.

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proper nouns
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pronouns

Adjectives & Verbs

Learning about a corpus's adjectives and adverbs helps you answer how questions: "How are things described and how are things done?" An analysis of adjectives and adverbs also points to a corpus's overall sentiment. "In general, is my study carrel positive or negative?"

early, english, other, available, such, first, good, general, illegible, true, own, same, textual, great, original, due, second, commercial, keyboarded, financial, 17th, many, greater, large, possible, clear, usual, subject, light, public, wide, later, aware, external, critical, overall, syntactic, structural, readable, quality, monographic, lossless, eligible, editorial, displayable, diplomatic, compelling, basic, anonymous, proofread

not, then, so, therefore, online, now, out, very, never, in, even, most, above, early, over, sometimes, usually, mainly, variously, respectfully, notably, accurately, more, thereof, also, up, as, well, there, only, hereby, ever, yet, here, still, down, much, thus, too, fully, next, forth, again, away, therein, humbly, further, together, first, whatsoever

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adjectives
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adverbs

Next steps

There is much more to a study carrel than the things outlined above. Use this page's menubar to navigate and explore in more detail. There you will find additional features & functions including: ngrams, parts-of-speech, grammars, named entities, topic modeling, a simple search interface, etc.

Again, study carrels are self-contained. Download this carrel for offline viewing and use.

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